| Category | Details |
|---|---|
| Analysis Start | 2025-06-12 14:40:08 |
| Analysis End | 2025-06-12 14:40:13 |
| Input Data and Parameters | |
| Land Cover (t1) | D:/ICRAF/Kodingan/icraf-indonesia/lumens-shiny/07_ta-profit/rscript/tests/data/bungo_landcover_1990r.tif |
| Land Cover (t2) | D:/ICRAF/Kodingan/icraf-indonesia/lumens-shiny/07_ta-profit/rscript/tests/data/bungo_landcover_2010r.tif |
| Profitability data | D:/ICRAF/Kodingan/icraf-indonesia/lumens-shiny/07_ta-profit/rscript/tests/data/profitability_table_bungo.csv |
| Carbon stock data | D:/ICRAF/Kodingan/icraf-indonesia/lumens-shiny/07_ta-profit/rscript/tests/data/quesc_database.csv |
| Year 1 | 1990 |
| Year 2 | 2010 |
| NoData land-cover class | 0 |
| Output Files | |
| Output Workspace | D:/ICRAF/Kodingan/icraf-indonesia/lumens-shiny/07_ta-profit/report_template | D:/ICRAF/Kodingan/icraf-indonesia/lumens-shiny/07_ta-profit/rscript/tests/output |
| Session Summary | |
| R Version | R 4.2.1 (2022-06-23) ‘Funny-Looking Kid’ |
| Platform | OS | x86_64-w64-mingw32/x64 (64-bit) | Windows 10 x64 (build 26100) |
| .libPaths |
C:/Users/ykarimah/AppData/Local/R/win-library/4.2 C:/Program Files/R/R-4.2.1/library |
| Locale |
LC_COLLATE=English_Indonesia.utf8 LC_CTYPE=English_Indonesia.utf8 LC_MONETARY=English_Indonesia.utf8 LC_NUMERIC=C LC_TIME=English_Indonesia.utf8 |
This report presents the results of a Profitability Analysis based on land-use change scenarios. The analysis focuses on assessing the net present value (NPV), opportunity costs, and carbon emissions associated with different land-use changes. This method helps evaluate the financial and environmental impacts of shifting land use and identify trade-offs between profitability and sustainability.
The analysis workflow involves several key steps:
The Opportunity Cost Table presents a detailed breakdown of the trade-offs between financial gains (measured in net present value, or NPV) and environmental impacts (measured in carbon emissions) for different land-use categories over a given time period. This table is a key component in evaluating the financial viability of land-use decisions while accounting for the environmental costs.
The curve visualizes the relationship between potential financial profits and the associated carbon emissions, allowing stakeholders to better understand the trade-offs involved in different land-use strategies.
The NPV Maps are critical visual outputs that illustrate the financial performance of different land-use categories at two distinct points in time. These maps help in understanding how land-use changes over time impact profitability, providing valuable insights for decision-makers seeking to balance economic and environmental factors.
This map serves as a baseline for understanding the initial
profitability of different land uses before any land-use changes occur.
The map visually displays areas with varying degrees of profitability,
using color gradients to indicate the range of NPV values.
This map captures how the financial value of different land uses has
evolved over the analysis period due to land-use changes, policy
interventions, or natural factors. Like NPV Map for Year 1990, it uses
color gradients to indicate the profitability of various land areas.
This map highlights the regions where significant changes in NPV
occurred due to land-use changes. Areas with high profitability shifts
are marked in green, while those with reduced profitability are marked
in red.
The report highlights the key trade-offs between financial returns and environmental sustainability. It provides insights for decision-makers to balance profitability with environmental responsibility in land-use planning. The generated maps and opportunity cost curves serve as tools for evaluating these trade-offs across various scenarios.
LUMENS is free software and comes with ABSOLUTELY NO WARRANTY. Users are responsible for the results generated. Results depend on the quality of the input data (“garbage in, garbage out”) and may vary or be sensitive to the parameters used. Please report any problems encountered while using LUMENS as a GitHub issue. Feedback and questions are welcome [Contact Us URL].